HierMatch: Leveraging Label Hierarchies for Improving Semi-Supervised Learning.
Ashima GargShaurya BaggaYashvardhan SinghSaket AnandPublished in: WACV (2022)
Keyphrases
- semi supervised learning
- label propagation
- semi supervised
- unlabeled data
- multi label classification
- multi instance learning
- labeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- partially labeled
- machine learning
- text categorization
- training data
- multi label
- co training
- unlabeled instances
- learning models
- labeled examples
- semi supervised learning methods
- manifold regularization
- class labels
- labeled and unlabeled data
- active learning
- regularization framework
- multi instance
- semi supervised clustering
- graph construction
- data sets
- improve the classification accuracy
- multi view learning
- semi supervised learning algorithms
- label information
- domain adaptation
- text classification
- training set
- decision trees
- graph based semi supervised learning